FIRST OF ALL: What are you using to determine your AFR?
14.7:1 is Stoichiometric
WOT is ok 12 - 13, but you really want to be on a Dyno with a Wide Band to tune.
Idle can be a bit higher with out ill effect.
Truth
This is NOT true. Most power will be made closer to 14.7:1. But it...